The expansion of the Internet of Things (IoT) is set to revolutionize the smart home ecosystem by making everyday devices more interconnected and intelligent. As more devices become part of this network, edge computing will emerge as a pivotal technology, transforming how data is processed, shared, and secured. By enabling data processing closer to the